Stanford
CS224n: NLP with Deep Learning
The graduate natural language processing course, with materials updated as the field changes.
Who it suits
Where the transformer is taught properly rather than described.
What it covers
Natural languageLanguage models
What is not recorded here
No rating. Course ratings change weekly, differ between platforms for the same material, and are dominated by people who finished, which selects for those the course already suited. Level, duration and cost are stable and checkable; the line above is the judgement a rating stands in for.
Concepts this covers
TokenLarge Language Model (LLM)Retrieval-Augmented Generation (RAG)Fine-tuningPrompt EngineeringHallucination
Related courses
- Neural Networks: Zero to Hero · Andrej Karpathy, ~15 hours
- Hugging Face LLM Course · Hugging Face, 12 chapters
- Building with the Claude API · Anthropic Academy, 84 lessons, 8+ hours
- Generative AI with Large Language Models · DeepLearning.AI and AWS, ~3 weeks
Common questions
Is CS224n: NLP with Deep Learning free?
Yes, entirely. Provider: Stanford.
How long does CS224n: NLP with Deep Learning take?
Roughly one semester, at the pace the material is designed for. Anyone working full time should expect longer.
What level is CS224n: NLP with Deep Learning?
Advanced. The graduate natural language processing course, with materials updated as the field changes.
Who is CS224n: NLP with Deep Learning for?
Where the transformer is taught properly rather than described.